moderndive (version 0.8.0)

get_regression_summaries: Get regression summary values

Description

Output scalar summary statistics for an lm() regression in "tidy" format. This function is a wrapper function for broom::glance().

Usage

get_regression_summaries(model, digits = 3, print = FALSE)

Value

A single-row tibble with regression summaries. Ex: r_squared and mse.

Arguments

model

an lm() or glm() model object

digits

number of digits precision in output table

print

If TRUE, return in print format suitable for R Markdown

See Also

glance(), get_regression_table(), get_regression_points()

Examples

library(moderndive)

# Fit lm() regression:
life_exp_model <- lm(
  life_expectancy_2022 ~ gdp_per_capita,
  data = un_member_states_2024
)

# Get regression summaries:
get_regression_summaries(life_exp_model)